\section{Background}
\subsection{Weak Supervision}
Introduce the background: weak supervision, terminology, Freebase,
Wikipedia.

Formalize the input/output: (1) seed ontology; (2) large ontology;

Emphasize the importance of our methods, ontological smoothed
relation extraction.

\subsection{Freebase Ontology}
